US20130178995A1 - Systems, Methods, and Apparatus for Determining Energy Savings - Google Patents
Systems, Methods, and Apparatus for Determining Energy Savings Download PDFInfo
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- US20130178995A1 US20130178995A1 US13/345,335 US201213345335A US2013178995A1 US 20130178995 A1 US20130178995 A1 US 20130178995A1 US 201213345335 A US201213345335 A US 201213345335A US 2013178995 A1 US2013178995 A1 US 2013178995A1
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- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
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Definitions
- This invention generally relates to power metering, and in particular to determining energy savings.
- Power distribution systems generally are controlled to match supply of power from power generation units to demand for power from electrical loads on the power distribution system.
- additional generation units may need to be activated to supply all of the demanded power. If the additional power cannot be supplied, then brownout or blackout conditions may result, where some or all of the loads demanding power are not supplied with demanded power. In general operators of power distribution systems and utility companies try to avoid brownout or blackout conditions.
- Power distribution systems may issue a demand response load control (DRLC) command if the system senses or anticipates a power deficit.
- DRLC demand response load control
- the DRLC may be transmitted to electrical power consumers and constituent smart loads and smart power controllers throughout the power distribution system.
- a smart load such as a smart appliance, may automatically curtail energy usage based on receiving the DRLC.
- the curtailment may involve changing the appliance cycle of operation, implementing a delayed start, changing a set point, or not operating the appliance.
- a power distribution system is often referred to as a smart grid.
- Utility companies, power generators, or power distributors may benefit from having customers curtail energy usage during times of peak loads, as doing so can balance load demand.
- the power generator may have energy usage that has a reduced peak demand, and possibly an increased trough demand.
- having a more balanced load demand can allow the utility to have a higher overall utilization of their power generating assets and therefore improve their return on invested assets in a generally capital intensive industry.
- Utility companies often provide incentives to customers for participating in programs where the utility can have some control in reducing energy usage at the end customer's premises. Such programs may provide financial incentive based on a customer's participation in the program.
- Certain embodiments of the invention can provide systems, methods, and apparatus for determination of energy savings, for instance, resulting from a load responding to a demand response load control (DRLC) event.
- Certain embodiments can include comparing load power consumption during a DRLC event to load power consumption had a DRLC event not been in place to determine energy savings resulting from issuing a DRLC request by a utility. Therefore, a mechanism for auditing the level of power and energy savings during a DRLC event can be provided.
- Certain embodiments can further include providing incentives to an end customer based on actual or estimated energy savings by the end customer during a DRLC event. In one aspect, upon receiving a DRLC event notification the operating conditions of a load may be modified.
- the level of power consumption by the load may be determined using one or more sensors.
- the level of energy savings may be recorded in one or more data registers of an element controlling the energy usage of the load.
- the level of energy savings during a DRLC event may be communicated to a utility company, power generation company or power distribution company.
- a load controller may log energy usage data and generate usage statistics based thereon.
- a method can include determining that a load is running according to a cycle of operation, repeatedly measuring energy usage of the load, determining that a demand response load control event exists, modifying the cycle of operation based at least in part on the determining that a demand response load control event exists, and determining an energy savings based on comparing the measured energy usage of the load with an energy usage statistic.
- an apparatus can include at least one detector for determining power consumption of a load, a communicative link for receiving a demand response load control notification, a controller for controlling power supplied to the load, and an electronic memory for storing an energy usage statistic.
- the controller further can change the amount of power supplied to the load based at least in part upon receiving a demand response load control notification and can determine an energy savings of the load based at least in part on the determined power consumption of the load and the energy usage statistic.
- a power distribution system can include a power source operable to provide power to a load, and a load controller for controlling the amount of power provided from the power source.
- the load controller can further include at least one detector for determining power consumption of the load, a communicative link for receiving a demand response load control notification, a controller for controlling power supplied to the load, and an electronic memory for storing an energy usage statistic, wherein the controller changes the amount of power supplied to the load based at least in part on receiving a demand response load control notification, and determines an energy savings of the load based at least in part on the determined power consumption of the load and the energy usage statistic.
- FIG. 1 is a simplified schematic diagram illustrating an example power distribution system with a load and DRLC controller that can be operated according to embodiments of the invention.
- FIG. 2 is a block diagram illustrating an example DRLC controller according to embodiments of the invention.
- FIG. 3 is a flow diagram of an example method for operating an electrical load according to embodiments of the invention.
- Embodiments of the invention may provide apparatus, systems, and methods for determining energy savings, for instance, from a load during a DRLC event. Embodiments of the invention may further enable compensating power consumers for participating in load control programs for balancing the power load based on energy curtailment during peak demand.
- the determinations of energy savings may entail determining and storing energy usage statistics of a load during non-DRLC events, modifying the operation of a load when a DRLC event occurs, and comparing the energy usage during the modified operation of the load to the energy usage statistics.
- FIG. 1 a simplified schematic diagram of an example power distribution system 100 that can be operated in accordance to an embodiment of the invention can include a power generation unit 102 , supplying electrical power via utility power lines 104 to a step-up transformer 110 that provides high voltage power to high voltage transmission lines 112 carried by high voltage line towers 118 .
- the power distribution system 100 can further include a step-down transformer 120 receiving high voltage power from the high voltage transmission lines 112 and providing electrical power to distribution lines 122 carried by distribution line poles 128 to an end user 132 .
- the end user 132 can further have a load 180 and the electrical power supplied to the load 180 from the distribution lines 122 may be controlled by a DRLC controller 160 .
- the DRLC controller 160 may further have a communicative link 138 that can communicate a DRLC notification to the DRLC controller 160 .
- the power distribution system 100 can further include a DRLC determination controller 134 for determining if a DRLC event notification should be issued for the power distribution system 100 or portions thereof.
- FIG. 1 is schematic in nature and although a single power generation unit 102 is depicted, the power distribution system 100 can have multiple utilities or power generation units, providing power from a variety of energy sources.
- the variety of energy sources may include, but are not limited to, coal, natural gas, hydroelectric, nuclear, solar-thermal, solar photovoltaic, wind, coastal tides, geothermal, hydrogen, or combinations thereof.
- the power generation unit 102 may provide power to the step-up transformer 110 at a variety of voltages in the range of about 50 volts to about 25000 volts, depending on the source of energy and operational parameters of the generation unit 102 .
- the step-up transformer 110 may provide electrical power and the high voltage transmission lines 112 may transmit electrical power in a voltage range of about 6 kilo-volts (kV) to about 500 kV.
- the step down transformer 120 may receive relatively high voltage from the high voltage transmission lines 112 and provide a relatively lower voltage, such as, for example, 120 volts root mean square (Vrms) or 220 Vrms, to the distribution lines 122 .
- the step-down transformer 120 may be a part of a distribution substation that may include other elements such as, surge protectors and lightning arrestors.
- the power distribution system 100 may include multiple step-down transformers geographically spaced from each other and receiving power from the high voltage transmission lines 112 .
- the power distribution system 100 may have a plurality of end users.
- the end users 132 may be any variety of electrical power consumers, including residential consumers and/or business consumers.
- each end user 132 may have more than one load 180 .
- some loads 180 may have a DRLC controller 160 associated therewith and other loads may not have a DRLC controller 160 associated therewith.
- the communications link 138 is shown to communicate to the DRLC controller 160 from the step-down transformer 120 , the communications link 138 to the end user 132 can be located anywhere.
- the communication link 138 can be to a power substation, a utility control center, or directly to the DRLC determination controller 134 .
- the communications link 138 can be of any known type including, but not limited to, an RF channel, a direct wired connection, a protocol based link, such as the internet, or combinations thereof.
- the DRLC controller 160 may determine the amount of power during a period of time, or energy, that is saved during a DRLC event from a particular electrical load 180 .
- the determined energy savings is often referred to by the term negawatts.
- the determined energy savings, or negawatts may be communicated back to a utility company or power generator 102 .
- the utility company or power generator 102 in certain embodiments of the invention, may provide incentives to an end user 132 based on the energy savings or negawatss during a DRLC event.
- the DRLC determination controller 134 may communicate a DRLC event to a distributed location, such as the step down transformer 120 from where the DRLC event notification is communicated to the end user 132 .
- the DRLC determination controller may communicate a DRLC notification event to a distributed location by a variety of channels including, but not limited to, RF communications, dedicated wired communications, internet communications, or combinations thereof.
- the end user may be directly coupled via the communications link 138 to the DRLC determination controller 134 and receive the DRLC event notification from the DRLC determination controller 134 .
- the DRLC determination controller 134 may make a DRLC determination based upon the current power usage and draw on the power distribution system 100 .
- the DRLC determination controller 134 may compare the current power draw to the current production capacity of the power distribution network 100 and decide to issue a DRLC notification if the current power draw is within a predetermined threshold of the overall power production capacity of the power distribution network 100 and the power generation units 102 thereon.
- a DRLC notification may be issued by the DRLC determination controller 134 if the power consumption by end users 132 reach about 98% of the peak generation capacity of the power generation units 102 on the power distribution system 100 .
- the DRLC determination controller 134 may conduct predictive analysis of power consumption based on various data to issue a DRLC notification. As a non-limiting example, the DRLC determination controller 134 may consider weather forecast data and historical statistical power consumption data at various times during the day for a specific weather forecast to determine if a DRLC event should be instituted. In yet other embodiments, a variety of methods may be used to make a DRLC event determination.
- the power distribution system 100 therefore can have the ability to communicate a power savings mode or DRLC message to end users 132 , and in particular loads 180 on the power distribution network 100 to curtail power usage during certain specified peak power usage times.
- loads 180 on the power distribution system 100 may curtail power consumption during the identified peak load times and thereby reduce energy consumption during the peak load times.
- the curtailment of power consumption can be from, for example, modifying the cycle of operation of the load 180 , delaying the operation of the load 180 , or not running the load 180 at all during the DRLC event.
- the control of the load during a DRLC event may be via the DRLC controller 160 .
- a DRLC controller 160 may further determine the total power draw reduction during the DRLC event or the negawatts and the associated energy savings during that time from the corresponding load 180 . Such a determination may be made by measuring the power supplied to the load 180 during a DRLC event and then comparing that measurement to statistical data or models of power draw by the same load 180 for operation during non-DRLC events. The DRLC controller 160 may also collect power usage data of the load 180 during non-DRLC events and generate statistics based thereon. Such statistics may be used by the DRLC controller 160 at a later time to determine energy savings from the load 180 during a DRLC event.
- an example DRLC system 140 with DRLC controller 160 can include an energy control module 162 and a power controller and detector 170 .
- the DRLC controller 160 can receive electrical power 130 from the one or more electrical distribution lines 122 via one or more electrical power input lines 176 . Electrical power can be provided to the electrical load 180 from the DRLC controller 160 via one or more electrical power output lines 178 to the load 180 .
- the DRLC controller 160 and more particularly the energy control module 162 may be communicatively coupled with the communications link 138 .
- the energy control module 162 may include one or more processors 164 and one or more computer readable electronic memories 168 communicatively coupled to the processors 164 via communications bus 172 .
- the processor 164 may further include one or more registers, such as a negative time of use (TOU) register 166 for storing data, such as data pertaining to energy savings from a load 180 during a DRLC event.
- TOU negative time of use
- the power controller and detector 170 may include one or more passive devices and/or active devices to control the draw of power via the electrical power input lines 176 and the output of power via the electrical power output lines 178 .
- the power supplied to the load 180 via the electrical power output lines 178 by the power controller and detector 170 may be controlled power controller signals that are input to the power controller and detector 170 .
- the power controller and detector 170 may further include meters for determining the amount of power supplied to the load 180 . For example, any number of known meters including, but not limited to, ammeters, volt meters, and power meters may be used to determine the amount of power and thereby the energy supplied to the load 180 .
- multiphase power such as, for example three phase power, where each phase is separated from each other by approximately 120 degrees, may be received from the power distribution lines 122 via the electrical power input lines 176 .
- the power controller and detector 170 may control the power draw from all or some of the phases that are provided to the DRLC controller 160 .
- multi-phase power may be provided to the load 180 via the electrical power output lines 178 .
- the power controller and detector 170 may control the power output to all or some of the phases that are provided to the load 180 from the DRLC controller 160 .
- the DRLC controller 160 may receive a DRLC event notification via the communications link 138 .
- the DRLC event notification may be received by the processor 164 of the energy control module 162 .
- the processor 164 may generate power control signals based upon the DRLC event notification and provide the same to the power controller and detector 170 .
- the power controller signal may command the power controller and detector 170 to modify the cycle of operation of the load 180 , delay the operation of the load 180 , or not operate the load 180 during the DRLC event. Therefore, based on the power controller signals received by the power controller and detector 170 , the power delivered from the electrical power input lines 176 to the electrical power output lines 178 may be curtailed.
- the power controller and detector 170 may further measure the power provided to the load 180 and provide that as a power detector signal to the energy control module 162 .
- the energy control module 162 and the processor 164 in particular may use the power detector signal from the power controller and detector and determine an energy savings, or negawatts, based on the power detector signal.
- the processor may receive energy consumption statistics from the memory 168 via the communication bus 172 and compare the power detector signal to the energy consumption statistics to determine the energy savings during the DRLC event.
- the energy savings during the DRLC event may be periodically updated in the negative TOU register 166 .
- the energy savings from the load 180 during the DRLC event as recorded in the negative TOU register 166 may be periodically reported to the utility company via the communications link 138 .
- the DRLC controller 160 may receive a notification that a DRLC event no longer exists at a time subsequent to the when the DRLC event was instated. Such a notification may prompt the energy control module 162 to generate power control signals and provide the same to the power controller and detector 170 to command the load to operate according to normal, non-DRLC conditions.
- the processor may further stop incrementing the energy savings as a result of the DRLC event in the TOU register.
- the contents of the negative TOU register 166 may be communicated via the communications link 138 upon ending of a DRLC event.
- Such audits and indications of the energy savings from a DRLC event may be used by a utility company or the power generator 102 to provide value or compensation to the end user 132 for compliance with the DRLC event.
- the thermostat of the air conditioner may be set at 72 degrees Fahrenheit (F). If a DRLC notification is received by the DRLC controller, the DRLC controller 160 may modify the operation of the air conditioner and set the thermostat at 78 degrees F. If the DRLC controller 160 determines that the temperature is above 72 degrees F. in the region to be cooled, but less than 78 degrees F., the DRLC controller may record energy savings accordingly. In such a case, the energy savings are a result of a change in the cycle of operation of the air conditioner, where the air conditioner is not operated until the temperature of the region to be cooled reaches 78 degrees F. When the DRLC event ends, the DRLC controller may again set the thermostat at 78 degrees F., and report the level of energy savings during the DRLC event via the communications link 138 as stored on the negative TOU register 166 .
- and outdoor light may be plugged into a DRLC controller 160 , such that the DRLC controller 160 does not provide power to the outdoor light when a DRLC event is in place.
- the load is not operated during the DRLC event.
- the DRLC controller 160 may record and update energy savings in the negative TOU register 166 .
- the energy savings during the DRLC event may periodically be reported to a utility company via communications link 138 .
- the energy control module 162 may still receive power detector signals from the power controller and detector 170 and use the power consumption information to update the statistics for normal operation without a DRLC event for the load 180 .
- These statistics that are used to determine energy savings during a DRLC event may be updated over time and may change over time. For example, as load, such as an appliance ages the amount of power consumption may drift. As a non-limiting example, the efficiency and therefore the power consumption of an air conditioner may change over time depending on the quantity and quality of the compressible fluid, such as R-134a, used in the operation of the air conditioner. Therefore, updated statistics of power usage of the load during non-DRLC conditions can lead to more accurate and/or more precise quantification of power savings due to a modification in the cycle of operation of the load.
- the layout of the DRLC controller 160 may be modified in various ways in accordance with certain embodiments of the invention. For example, in certain embodiments, one or more functional blocks may be eliminated or substituted with equivalent or nearly equivalent functional blocks. Additionally, in other embodiments, other elements may be added to or present in the DRLC controller 160 .
- an example method 200 for operating a load is disclosed.
- energy usage statistics may be gathered at block 206 .
- the energy usage statistics may further be used to update the memory at block 208 .
- the power controller and detector 170 may monitor the load and measure the power supplied to the load and provide the power consumption data to the energy control module 162 .
- the processor 164 of the energy control module 162 may store the energy usage statistic in memory 168 for accessing by the processor 164 when needed, such as during a DRLC event. After updating the memory with energy usage statistics at 208 , the method may return to block 202 to determine if the load is running.
- the cycle of operation of the load may be modified at block 210 .
- the energy usage of the load 180 when the cycle of operation is modified may be different than if the cycle of operation was not modified.
- modifying the cycle of operation of the load 180 may entail, operating an alternate cycle of operation that consumes less power than the original cycle of operation.
- modifying the cycle of operation of the load 180 may entail delaying the operation of the load 180 .
- the load 180 may be operated after the DRLC event no longer exists.
- modifying the cycle of operation may entail not running the load 180 .
- the energy usage of the load can be measured at block 212 .
- the energy usage can be measured by the power controller and detector 170 and communicated to the energy module 162 as described in reference to FIG. 2 .
- the energy usage savings can be determined at block 214 .
- the energy usage savings can be determined by the processor 164 based upon the load energy statistics stored on the memory 168 and the power detector signals provided by the power controller and detector 170 .
- the energy savings as determined in block 214 can be used to update the negative TOU register at block 216 .
- the contents of the negative TOU register may be communicated at block 218 .
- the communication of the negative TOU register 166 information pertaining to energy savings during a DRLC event may be communicated to a utility company.
- method 200 may be modified in various ways in accordance with certain embodiments of the invention. For example, one or more operations of method 200 may be eliminated or executed out of order in other embodiments of the invention. Additionally, other operations may be added to method 200 in accordance with other embodiments of the invention.
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Abstract
Description
- This invention generally relates to power metering, and in particular to determining energy savings.
- Power distribution systems generally are controlled to match supply of power from power generation units to demand for power from electrical loads on the power distribution system. During periods of time when current demand for power exceeds current supply of power, additional generation units may need to be activated to supply all of the demanded power. If the additional power cannot be supplied, then brownout or blackout conditions may result, where some or all of the loads demanding power are not supplied with demanded power. In general operators of power distribution systems and utility companies try to avoid brownout or blackout conditions.
- Power distribution systems may issue a demand response load control (DRLC) command if the system senses or anticipates a power deficit. In other words, the power distribution system may determine based on historical usage if there is likely to be greater demand than supply and if such a condition is anticipated, may issue a DRLC. The DRLC may be transmitted to electrical power consumers and constituent smart loads and smart power controllers throughout the power distribution system. Upon receiving a DRLC, a smart load, such as a smart appliance, may automatically curtail energy usage based on receiving the DRLC. The curtailment may involve changing the appliance cycle of operation, implementing a delayed start, changing a set point, or not operating the appliance. Such a power distribution system is often referred to as a smart grid.
- Utility companies, power generators, or power distributors may benefit from having customers curtail energy usage during times of peak loads, as doing so can balance load demand. In other words, when customers curtail energy usage during times of high energy usage based on the utility company sending a DRLC, the power generator may have energy usage that has a reduced peak demand, and possibly an increased trough demand. In general, having a more balanced load demand can allow the utility to have a higher overall utilization of their power generating assets and therefore improve their return on invested assets in a generally capital intensive industry.
- Utility companies often provide incentives to customers for participating in programs where the utility can have some control in reducing energy usage at the end customer's premises. Such programs may provide financial incentive based on a customer's participation in the program.
- Certain embodiments of the invention can provide systems, methods, and apparatus for determination of energy savings, for instance, resulting from a load responding to a demand response load control (DRLC) event. Certain embodiments can include comparing load power consumption during a DRLC event to load power consumption had a DRLC event not been in place to determine energy savings resulting from issuing a DRLC request by a utility. Therefore, a mechanism for auditing the level of power and energy savings during a DRLC event can be provided. Certain embodiments can further include providing incentives to an end customer based on actual or estimated energy savings by the end customer during a DRLC event. In one aspect, upon receiving a DRLC event notification the operating conditions of a load may be modified. In another aspect, the level of power consumption by the load may be determined using one or more sensors. In yet another aspect, the level of energy savings may be recorded in one or more data registers of an element controlling the energy usage of the load. The level of energy savings during a DRLC event may be communicated to a utility company, power generation company or power distribution company. When a DRLC event is not in place, a load controller may log energy usage data and generate usage statistics based thereon.
- In one embodiment, a method can include determining that a load is running according to a cycle of operation, repeatedly measuring energy usage of the load, determining that a demand response load control event exists, modifying the cycle of operation based at least in part on the determining that a demand response load control event exists, and determining an energy savings based on comparing the measured energy usage of the load with an energy usage statistic.
- In another embodiment, an apparatus can include at least one detector for determining power consumption of a load, a communicative link for receiving a demand response load control notification, a controller for controlling power supplied to the load, and an electronic memory for storing an energy usage statistic. The controller further can change the amount of power supplied to the load based at least in part upon receiving a demand response load control notification and can determine an energy savings of the load based at least in part on the determined power consumption of the load and the energy usage statistic.
- In yet another embodiment, a power distribution system can include a power source operable to provide power to a load, and a load controller for controlling the amount of power provided from the power source. The load controller can further include at least one detector for determining power consumption of the load, a communicative link for receiving a demand response load control notification, a controller for controlling power supplied to the load, and an electronic memory for storing an energy usage statistic, wherein the controller changes the amount of power supplied to the load based at least in part on receiving a demand response load control notification, and determines an energy savings of the load based at least in part on the determined power consumption of the load and the energy usage statistic.
- Other embodiments, features, and aspects of the invention are described in detail herein and are considered a part of the claimed inventions. Other embodiments, features, and aspects can be understood with reference to the following detailed description, accompanying drawings, and claims.
- Reference will now be made to the accompanying drawings, which are not necessarily drawn to scale, and wherein:
-
FIG. 1 is a simplified schematic diagram illustrating an example power distribution system with a load and DRLC controller that can be operated according to embodiments of the invention. -
FIG. 2 is a block diagram illustrating an example DRLC controller according to embodiments of the invention. -
FIG. 3 is a flow diagram of an example method for operating an electrical load according to embodiments of the invention. - Embodiments of the invention are described more fully hereinafter with reference to the accompanying drawings, in which embodiments of the invention are shown. This invention may, however, be embodied in many different forms and should not be construed as limited to the embodiments set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the invention to those skilled in the art. Like numbers refer to like elements throughout.
- Embodiments of the invention may provide apparatus, systems, and methods for determining energy savings, for instance, from a load during a DRLC event. Embodiments of the invention may further enable compensating power consumers for participating in load control programs for balancing the power load based on energy curtailment during peak demand. The determinations of energy savings may entail determining and storing energy usage statistics of a load during non-DRLC events, modifying the operation of a load when a DRLC event occurs, and comparing the energy usage during the modified operation of the load to the energy usage statistics.
- Example embodiments of the invention will now be described with reference to the accompanying figures.
- Referring now to
FIG. 1 , a simplified schematic diagram of an examplepower distribution system 100 that can be operated in accordance to an embodiment of the invention can include apower generation unit 102, supplying electrical power viautility power lines 104 to a step-uptransformer 110 that provides high voltage power to highvoltage transmission lines 112 carried by high voltage line towers 118. Thepower distribution system 100 can further include a step-downtransformer 120 receiving high voltage power from the highvoltage transmission lines 112 and providing electrical power todistribution lines 122 carried bydistribution line poles 128 to anend user 132. Theend user 132 can further have aload 180 and the electrical power supplied to theload 180 from thedistribution lines 122 may be controlled by aDRLC controller 160. TheDRLC controller 160 may further have acommunicative link 138 that can communicate a DRLC notification to theDRLC controller 160. Thepower distribution system 100 can further include aDRLC determination controller 134 for determining if a DRLC event notification should be issued for thepower distribution system 100 or portions thereof. - It should be noted that
FIG. 1 is schematic in nature and although a singlepower generation unit 102 is depicted, thepower distribution system 100 can have multiple utilities or power generation units, providing power from a variety of energy sources. The variety of energy sources may include, but are not limited to, coal, natural gas, hydroelectric, nuclear, solar-thermal, solar photovoltaic, wind, coastal tides, geothermal, hydrogen, or combinations thereof. Thepower generation unit 102 may provide power to the step-uptransformer 110 at a variety of voltages in the range of about 50 volts to about 25000 volts, depending on the source of energy and operational parameters of thegeneration unit 102. The step-uptransformer 110 may provide electrical power and the highvoltage transmission lines 112 may transmit electrical power in a voltage range of about 6 kilo-volts (kV) to about 500 kV. - The step down
transformer 120 may receive relatively high voltage from the highvoltage transmission lines 112 and provide a relatively lower voltage, such as, for example, 120 volts root mean square (Vrms) or 220 Vrms, to the distribution lines 122. In one embodiment, the step-downtransformer 120 may be a part of a distribution substation that may include other elements such as, surge protectors and lightning arrestors. In another embodiment, thepower distribution system 100 may include multiple step-down transformers geographically spaced from each other and receiving power from the highvoltage transmission lines 112. - Although a
single end user 132 user is depicted for a simplified and conceptual view of thepower distribution system 100, thepower distribution system 100 may have a plurality of end users. Theend users 132 may be any variety of electrical power consumers, including residential consumers and/or business consumers. In certain embodiments, eachend user 132 may have more than oneload 180. Further, someloads 180 may have aDRLC controller 160 associated therewith and other loads may not have aDRLC controller 160 associated therewith. - Although the
communications link 138 is shown to communicate to theDRLC controller 160 from the step-downtransformer 120, thecommunications link 138 to theend user 132 can be located anywhere. For example, thecommunication link 138 can be to a power substation, a utility control center, or directly to theDRLC determination controller 134. Furthermore, the communications link 138 can be of any known type including, but not limited to, an RF channel, a direct wired connection, a protocol based link, such as the internet, or combinations thereof. - The
DRLC controller 160, in one aspect, may determine the amount of power during a period of time, or energy, that is saved during a DRLC event from a particularelectrical load 180. The determined energy savings is often referred to by the term negawatts. In certain embodiments, the determined energy savings, or negawatts, may be communicated back to a utility company orpower generator 102. The utility company orpower generator 102, in certain embodiments of the invention, may provide incentives to anend user 132 based on the energy savings or negawatss during a DRLC event. - In one aspect, the
DRLC determination controller 134 may communicate a DRLC event to a distributed location, such as the step downtransformer 120 from where the DRLC event notification is communicated to theend user 132. The DRLC determination controller may communicate a DRLC notification event to a distributed location by a variety of channels including, but not limited to, RF communications, dedicated wired communications, internet communications, or combinations thereof. In other embodiments, the end user may be directly coupled via the communications link 138 to theDRLC determination controller 134 and receive the DRLC event notification from theDRLC determination controller 134. - The
DRLC determination controller 134 may make a DRLC determination based upon the current power usage and draw on thepower distribution system 100. TheDRLC determination controller 134 may compare the current power draw to the current production capacity of thepower distribution network 100 and decide to issue a DRLC notification if the current power draw is within a predetermined threshold of the overall power production capacity of thepower distribution network 100 and thepower generation units 102 thereon. As a non-limiting example, a DRLC notification may be issued by theDRLC determination controller 134 if the power consumption byend users 132 reach about 98% of the peak generation capacity of thepower generation units 102 on thepower distribution system 100. In other embodiments, theDRLC determination controller 134 may conduct predictive analysis of power consumption based on various data to issue a DRLC notification. As a non-limiting example, theDRLC determination controller 134 may consider weather forecast data and historical statistical power consumption data at various times during the day for a specific weather forecast to determine if a DRLC event should be instituted. In yet other embodiments, a variety of methods may be used to make a DRLC event determination. - The
power distribution system 100, therefore can have the ability to communicate a power savings mode or DRLC message to endusers 132, and inparticular loads 180 on thepower distribution network 100 to curtail power usage during certain specified peak power usage times. In response, loads 180 on thepower distribution system 100 may curtail power consumption during the identified peak load times and thereby reduce energy consumption during the peak load times. The curtailment of power consumption can be from, for example, modifying the cycle of operation of theload 180, delaying the operation of theload 180, or not running theload 180 at all during the DRLC event. In one aspect, the control of the load during a DRLC event may be via theDRLC controller 160. When aDRLC controller 160 may further determine the total power draw reduction during the DRLC event or the negawatts and the associated energy savings during that time from thecorresponding load 180. Such a determination may be made by measuring the power supplied to theload 180 during a DRLC event and then comparing that measurement to statistical data or models of power draw by thesame load 180 for operation during non-DRLC events. TheDRLC controller 160 may also collect power usage data of theload 180 during non-DRLC events and generate statistics based thereon. Such statistics may be used by theDRLC controller 160 at a later time to determine energy savings from theload 180 during a DRLC event. - Referring now to
FIG. 2 , anexample DRLC system 140 withDRLC controller 160 according to an embodiment of the invention can include anenergy control module 162 and a power controller anddetector 170. TheDRLC controller 160 can receive electrical power 130 from the one or moreelectrical distribution lines 122 via one or more electrical power input lines 176. Electrical power can be provided to theelectrical load 180 from theDRLC controller 160 via one or more electricalpower output lines 178 to theload 180. TheDRLC controller 160, and more particularly theenergy control module 162 may be communicatively coupled with the communications link 138. Theenergy control module 162 may include one ormore processors 164 and one or more computer readableelectronic memories 168 communicatively coupled to theprocessors 164 viacommunications bus 172. Theprocessor 164 may further include one or more registers, such as a negative time of use (TOU) register 166 for storing data, such as data pertaining to energy savings from aload 180 during a DRLC event. - The power controller and
detector 170 may include one or more passive devices and/or active devices to control the draw of power via the electrical power input lines 176 and the output of power via the electrical power output lines 178. The power supplied to theload 180 via the electricalpower output lines 178 by the power controller anddetector 170 may be controlled power controller signals that are input to the power controller anddetector 170. The power controller anddetector 170 may further include meters for determining the amount of power supplied to theload 180. For example, any number of known meters including, but not limited to, ammeters, volt meters, and power meters may be used to determine the amount of power and thereby the energy supplied to theload 180. - In certain embodiments, multiphase power, such as, for example three phase power, where each phase is separated from each other by approximately 120 degrees, may be received from the
power distribution lines 122 via the electrical power input lines 176. The power controller anddetector 170 may control the power draw from all or some of the phases that are provided to theDRLC controller 160. Furthermore, multi-phase power may be provided to theload 180 via the electrical power output lines 178. The power controller anddetector 170 may control the power output to all or some of the phases that are provided to theload 180 from theDRLC controller 160. - In operation, the
DRLC controller 160 may receive a DRLC event notification via the communications link 138. In particular, the DRLC event notification may be received by theprocessor 164 of theenergy control module 162. Upon receiving the DRLC notification from the communications link 138, theprocessor 164 may generate power control signals based upon the DRLC event notification and provide the same to the power controller anddetector 170. The power controller signal may command the power controller anddetector 170 to modify the cycle of operation of theload 180, delay the operation of theload 180, or not operate theload 180 during the DRLC event. Therefore, based on the power controller signals received by the power controller anddetector 170, the power delivered from the electricalpower input lines 176 to the electricalpower output lines 178 may be curtailed. - During the DRLC event, the power controller and
detector 170 may further measure the power provided to theload 180 and provide that as a power detector signal to theenergy control module 162. Theenergy control module 162 and theprocessor 164 in particular may use the power detector signal from the power controller and detector and determine an energy savings, or negawatts, based on the power detector signal. In certain embodiments, the processor may receive energy consumption statistics from thememory 168 via thecommunication bus 172 and compare the power detector signal to the energy consumption statistics to determine the energy savings during the DRLC event. The energy savings during the DRLC event may be periodically updated in thenegative TOU register 166. In certain embodiments, the energy savings from theload 180 during the DRLC event as recorded in thenegative TOU register 166 may be periodically reported to the utility company via the communications link 138. - The
DRLC controller 160 may receive a notification that a DRLC event no longer exists at a time subsequent to the when the DRLC event was instated. Such a notification may prompt theenergy control module 162 to generate power control signals and provide the same to the power controller anddetector 170 to command the load to operate according to normal, non-DRLC conditions. The processor may further stop incrementing the energy savings as a result of the DRLC event in the TOU register. In certain embodiments, the contents of thenegative TOU register 166 may be communicated via the communications link 138 upon ending of a DRLC event. Such audits and indications of the energy savings from a DRLC event may be used by a utility company or thepower generator 102 to provide value or compensation to theend user 132 for compliance with the DRLC event. - As a non-limiting example, consider the operation of an air conditioner. Under a non-DRLC event, the thermostat of the air conditioner may be set at 72 degrees Fahrenheit (F). If a DRLC notification is received by the DRLC controller, the
DRLC controller 160 may modify the operation of the air conditioner and set the thermostat at 78 degrees F. If theDRLC controller 160 determines that the temperature is above 72 degrees F. in the region to be cooled, but less than 78 degrees F., the DRLC controller may record energy savings accordingly. In such a case, the energy savings are a result of a change in the cycle of operation of the air conditioner, where the air conditioner is not operated until the temperature of the region to be cooled reaches 78 degrees F. When the DRLC event ends, the DRLC controller may again set the thermostat at 78 degrees F., and report the level of energy savings during the DRLC event via the communications link 138 as stored on thenegative TOU register 166. - In another non-limiting example, and outdoor light may be plugged into a
DRLC controller 160, such that theDRLC controller 160 does not provide power to the outdoor light when a DRLC event is in place. In this case, the load is not operated during the DRLC event. As a result of not operating the load, theDRLC controller 160 may record and update energy savings in thenegative TOU register 166. The energy savings during the DRLC event may periodically be reported to a utility company via communications link 138. - When a DRLC event is not in effect, the
energy control module 162 may still receive power detector signals from the power controller anddetector 170 and use the power consumption information to update the statistics for normal operation without a DRLC event for theload 180. These statistics that are used to determine energy savings during a DRLC event may be updated over time and may change over time. For example, as load, such as an appliance ages the amount of power consumption may drift. As a non-limiting example, the efficiency and therefore the power consumption of an air conditioner may change over time depending on the quantity and quality of the compressible fluid, such as R-134a, used in the operation of the air conditioner. Therefore, updated statistics of power usage of the load during non-DRLC conditions can lead to more accurate and/or more precise quantification of power savings due to a modification in the cycle of operation of the load. - It should also be noted, that the layout of the
DRLC controller 160 may be modified in various ways in accordance with certain embodiments of the invention. For example, in certain embodiments, one or more functional blocks may be eliminated or substituted with equivalent or nearly equivalent functional blocks. Additionally, in other embodiments, other elements may be added to or present in theDRLC controller 160. - Referring now to
FIG. 3 , anexample method 200 for operating a load according to embodiments of the invention is disclosed. Atblock 202, it is determined if a load is running. The determination of the operation of the load may be made by aDRLC controller 160 as described in reference toFIG. 2 . If it is determined that the load is not running atblock 202, then themethod 200 loops back to repeatedly monitor if the load is running atblock 202. If it is determined that the load is running atblock 202, then it is next determined if a DRLC condition exists atblock 204. A DRLC event may be known due to a DRLC notification message sent to theDRLC controller 160 via communications link 138, as described in conjunction withFIGS. 1 and 2 . If atblock 204 it is determined that a DRLC event does not exist, then energy usage statistics may be gathered at block 206. The energy usage statistics may further be used to update the memory atblock 208. In other words, as theload 180 operates according to a user selection in a non-DRLC event situation, the power controller anddetector 170 may monitor the load and measure the power supplied to the load and provide the power consumption data to theenergy control module 162. Theprocessor 164 of theenergy control module 162 may store the energy usage statistic inmemory 168 for accessing by theprocessor 164 when needed, such as during a DRLC event. After updating the memory with energy usage statistics at 208, the method may return to block 202 to determine if the load is running. - Continuing with
FIG. 3 , if atblock 204 it is determined that a DRLC event exists, then the cycle of operation of the load may be modified atblock 210. The energy usage of theload 180 when the cycle of operation is modified may be different than if the cycle of operation was not modified. In certain embodiments, modifying the cycle of operation of theload 180 may entail, operating an alternate cycle of operation that consumes less power than the original cycle of operation. In certain other embodiments, modifying the cycle of operation of theload 180 may entail delaying the operation of theload 180. For example, theload 180 may be operated after the DRLC event no longer exists. In yet other embodiments, modifying the cycle of operation may entail not running theload 180. - After the operation cycle of the load has been modified at
block 210, the energy usage of the load can be measured at block 212. The energy usage can be measured by the power controller anddetector 170 and communicated to theenergy module 162 as described in reference toFIG. 2 . Next, the energy usage savings can be determined atblock 214. The energy usage savings can be determined by theprocessor 164 based upon the load energy statistics stored on thememory 168 and the power detector signals provided by the power controller anddetector 170. The energy savings as determined inblock 214 can be used to update the negative TOU register atblock 216. Optionally, the contents of the negative TOU register may be communicated atblock 218. The communication of thenegative TOU register 166 information pertaining to energy savings during a DRLC event may be communicated to a utility company. - It should be noted, that the
method 200 may be modified in various ways in accordance with certain embodiments of the invention. For example, one or more operations ofmethod 200 may be eliminated or executed out of order in other embodiments of the invention. Additionally, other operations may be added tomethod 200 in accordance with other embodiments of the invention. - While certain embodiments of the invention have been described in connection with what is presently considered to be the most practical and various embodiments, it is to be understood that the invention is not to be limited to the disclosed embodiments, but on the contrary, is intended to cover various modifications and equivalent arrangements included within the scope of the appended claims. Although specific terms are employed herein, they are used in a generic and descriptive sense only and not for purposes of limitation.
- This written description uses examples to disclose certain embodiments of the invention, including the best mode, and also to enable any person skilled in the art to practice certain embodiments of the invention, including making and using any devices or systems and performing any incorporated methods. The patentable scope of certain embodiments of the invention is defined in the claims, and may include other examples that occur to those skilled in the art. Such other examples are intended to be within the scope of the claims if they have structural elements that do not differ from the literal language of the claims, or if they include equivalent structural elements with insubstantial differences from the literal language of the claims.
Claims (20)
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Cited By (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20150362973A1 (en) * | 2014-06-11 | 2015-12-17 | Asustek Computer Inc. | Electronic device and method for recognizing output power of power supply thereof |
US20160011616A1 (en) * | 2014-07-11 | 2016-01-14 | Microsoft Technology Licensing, Llc | Power management |
US20180145540A1 (en) * | 2015-09-08 | 2018-05-24 | Cpg Technologies, Llc | Changing guided surface wave transmissions to follow load conditions |
US20190020219A1 (en) * | 2017-07-14 | 2019-01-17 | Landis+Gyr Innovations, Inc. | Methods and systems for adaptive load control |
CN110942262A (en) * | 2019-12-14 | 2020-03-31 | 广西电网有限责任公司电力科学研究院 | Regional regulation and control method for air-conditioning demand response in incremental power distribution park |
JP2020140571A (en) * | 2019-02-28 | 2020-09-03 | パナソニックIpマネジメント株式会社 | Monitoring method, program and demand monitoring system |
Families Citing this family (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US10116747B2 (en) * | 2013-02-05 | 2018-10-30 | Txu Energy Retail Company Llc | Electricity provider content platform |
US10396652B1 (en) * | 2018-04-27 | 2019-08-27 | Hewlett Packard Enterprise Development Lp | Controlled power adjustments |
Citations (20)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4204127A (en) * | 1978-04-14 | 1980-05-20 | Westinghouse Electric Corp. | Load regulation as part of an adaptive priority determination power demand control system |
US5675503A (en) * | 1994-04-19 | 1997-10-07 | Denver Energy Cost Controls, Inc. | Adaptive load cycler for controlled reduction of energy use |
US20030227266A1 (en) * | 2002-06-07 | 2003-12-11 | Clark Howard G. | Method and apparatus for power control |
US20050102068A1 (en) * | 2002-04-01 | 2005-05-12 | Pimputkar Sudheer M. | Energy management system |
US20060184288A1 (en) * | 2003-09-08 | 2006-08-17 | Smartsynch, Incorporated | Systems and methods for remote power management using 802.11 wireless protocols |
US20090240381A1 (en) * | 2006-03-24 | 2009-09-24 | Rtp Controls | Method and apparatus for controlling power consumption |
US20100088261A1 (en) * | 2008-10-08 | 2010-04-08 | Rey Montalvo | Method and system for fully automated energy curtailment |
US20100145884A1 (en) * | 2008-12-04 | 2010-06-10 | American Power Conversion Corporation | Energy savings aggregation |
US20100179708A1 (en) * | 2008-09-15 | 2010-07-15 | General Electric Company | Energy management of household appliances |
US20100241285A1 (en) * | 2009-03-17 | 2010-09-23 | Palo Alto Research Center Incorporated | Technique for aggregating loads with time-varying operating cycles |
US20100312414A1 (en) * | 2007-12-06 | 2010-12-09 | Balesh Kumar | System and method for power management and load shedding |
US20100328023A1 (en) * | 2009-06-25 | 2010-12-30 | Thomson Matthew B | Method and apparatus for monitoring and selectively controlling a load in a power system |
US20110035071A1 (en) * | 2010-07-02 | 2011-02-10 | David Sun | System tools for integrating individual load forecasts into a composite load forecast to present a comprehensive synchronized and harmonized load forecast |
US20110181114A1 (en) * | 2007-10-18 | 2011-07-28 | Hammerhead International, Llc | System and Method for Load Control |
US20110208360A1 (en) * | 2008-11-18 | 2011-08-25 | Otis Elevator Company | On demand elevator load shedding |
US20120029897A1 (en) * | 2010-07-29 | 2012-02-02 | Spirae, Inc. | Dynamic distributed power grid control system |
US20120053739A1 (en) * | 2010-09-28 | 2012-03-01 | General Electric Company | Home energy manager system |
US20120159211A1 (en) * | 2010-12-15 | 2012-06-21 | Electronics And Telecommunications Research Institute | Apparatus and method for managing power equipment in advanced metering infrastructure network |
US8260470B2 (en) * | 2007-08-28 | 2012-09-04 | Consert, Inc. | System and method for selective disconnection of electrical service to end customers |
US20130015703A1 (en) * | 2011-07-16 | 2013-01-17 | Rouse Gregory C | Microgrid |
-
2012
- 2012-01-06 US US13/345,335 patent/US9691111B2/en active Active
Patent Citations (20)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4204127A (en) * | 1978-04-14 | 1980-05-20 | Westinghouse Electric Corp. | Load regulation as part of an adaptive priority determination power demand control system |
US5675503A (en) * | 1994-04-19 | 1997-10-07 | Denver Energy Cost Controls, Inc. | Adaptive load cycler for controlled reduction of energy use |
US20050102068A1 (en) * | 2002-04-01 | 2005-05-12 | Pimputkar Sudheer M. | Energy management system |
US20030227266A1 (en) * | 2002-06-07 | 2003-12-11 | Clark Howard G. | Method and apparatus for power control |
US20060184288A1 (en) * | 2003-09-08 | 2006-08-17 | Smartsynch, Incorporated | Systems and methods for remote power management using 802.11 wireless protocols |
US20090240381A1 (en) * | 2006-03-24 | 2009-09-24 | Rtp Controls | Method and apparatus for controlling power consumption |
US8260470B2 (en) * | 2007-08-28 | 2012-09-04 | Consert, Inc. | System and method for selective disconnection of electrical service to end customers |
US20110181114A1 (en) * | 2007-10-18 | 2011-07-28 | Hammerhead International, Llc | System and Method for Load Control |
US20100312414A1 (en) * | 2007-12-06 | 2010-12-09 | Balesh Kumar | System and method for power management and load shedding |
US20100179708A1 (en) * | 2008-09-15 | 2010-07-15 | General Electric Company | Energy management of household appliances |
US20100088261A1 (en) * | 2008-10-08 | 2010-04-08 | Rey Montalvo | Method and system for fully automated energy curtailment |
US20110208360A1 (en) * | 2008-11-18 | 2011-08-25 | Otis Elevator Company | On demand elevator load shedding |
US20100145884A1 (en) * | 2008-12-04 | 2010-06-10 | American Power Conversion Corporation | Energy savings aggregation |
US20100241285A1 (en) * | 2009-03-17 | 2010-09-23 | Palo Alto Research Center Incorporated | Technique for aggregating loads with time-varying operating cycles |
US20100328023A1 (en) * | 2009-06-25 | 2010-12-30 | Thomson Matthew B | Method and apparatus for monitoring and selectively controlling a load in a power system |
US20110035071A1 (en) * | 2010-07-02 | 2011-02-10 | David Sun | System tools for integrating individual load forecasts into a composite load forecast to present a comprehensive synchronized and harmonized load forecast |
US20120029897A1 (en) * | 2010-07-29 | 2012-02-02 | Spirae, Inc. | Dynamic distributed power grid control system |
US20120053739A1 (en) * | 2010-09-28 | 2012-03-01 | General Electric Company | Home energy manager system |
US20120159211A1 (en) * | 2010-12-15 | 2012-06-21 | Electronics And Telecommunications Research Institute | Apparatus and method for managing power equipment in advanced metering infrastructure network |
US20130015703A1 (en) * | 2011-07-16 | 2013-01-17 | Rouse Gregory C | Microgrid |
Cited By (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20150362973A1 (en) * | 2014-06-11 | 2015-12-17 | Asustek Computer Inc. | Electronic device and method for recognizing output power of power supply thereof |
US9753512B2 (en) * | 2014-06-11 | 2017-09-05 | Asustek Computer Inc. | Electronic device and method for recognizing output power of power supply thereof |
US20160011616A1 (en) * | 2014-07-11 | 2016-01-14 | Microsoft Technology Licensing, Llc | Power management |
US20180145540A1 (en) * | 2015-09-08 | 2018-05-24 | Cpg Technologies, Llc | Changing guided surface wave transmissions to follow load conditions |
US10320233B2 (en) * | 2015-09-08 | 2019-06-11 | Cpg Technologies, Llc | Changing guided surface wave transmissions to follow load conditions |
US20190020219A1 (en) * | 2017-07-14 | 2019-01-17 | Landis+Gyr Innovations, Inc. | Methods and systems for adaptive load control |
US10727691B2 (en) * | 2017-07-14 | 2020-07-28 | Landis+Gyr Innovations, Inc. | Methods and systems for adaptive load control |
JP2020140571A (en) * | 2019-02-28 | 2020-09-03 | パナソニックIpマネジメント株式会社 | Monitoring method, program and demand monitoring system |
JP7018585B2 (en) | 2019-02-28 | 2022-02-14 | パナソニックIpマネジメント株式会社 | Monitoring method, program and demand monitoring system |
CN110942262A (en) * | 2019-12-14 | 2020-03-31 | 广西电网有限责任公司电力科学研究院 | Regional regulation and control method for air-conditioning demand response in incremental power distribution park |
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